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Higher risk profile among patients with TET2-mutated giant cell arteritis: a cluster analysis. tet2突变巨细胞动脉炎患者的高风险:聚类分析
IF 5.1 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2024-12-10 DOI: 10.1136/rmdopen-2024-004694
Alexis F Guedon, Asmaa Ouafdi, Nabil Belfeki, Azeddine Dellal, Nouha Ghriss, Marc Scheen, Fadi Haidar, Olivier Espitia, Jean-Yves Scoazec, Olivier Fain, Christophe Marzac, Olivier Hermine, Eric Solary, Julien Rossignol, Arsène Mekinian

Objective: We aimed to assess the prevalence of clonal haematopoiesis (CH) in patients with giant cell arteritis (GCA) compared with controls and individuals with other autoimmune diseases (AIDs) and to identify high-risk clinical/genetic profiles that could influence disease outcomes.

Methods: In a prospective observational study at three hospitals, we included 49 patients diagnosed with GCA, 48 patients with other AIDs and 27 control participants. We used next-generation sequencing to detect clonal haematopoiesis (CH) among them.

Results: CH was detected in 55.1% of patients with GCA, 59.3% of controls and 18.8% of patients with other AIDs. The most commonly mutated genes in GCA and control groups were DNMT3A and TET2. No significant differences in CH prevalence were found between patients with GCA and controls or other AID when adjusted for age and sex. Cluster analysis revealed two distinct groups within the patients with GCA, one of which displayed a higher prevalence of TET2 and JAK2 variants, and was associated with worse prognosis.

Conclusions: CH is prevalent among patients with GCA but does not differ significantly from controls or other autoimmune conditions. However, specific genetic profiles, particularly mutations in TET2 and JAK2, are associated with a higher risk cluster within the GCA cohort. This observation highlights the interest of detecting CH in patients with GCA in both routine practice and clinical trials for better risk stratification. Further prospective studies are needed to determine if management tailored to the genetic profile would improve outcomes.

目的:我们旨在评估巨细胞动脉炎(GCA)患者(与对照组和其他自身免疫性疾病(艾滋病)患者相比)克隆造血(CH)的患病率,并确定可能影响疾病结局的高危临床/遗传特征。方法:在一项来自三家医院的前瞻性观察研究中,我们纳入了49名确诊为GCA的患者,48名其他艾滋病患者和27名对照受试者。我们使用下一代测序检测其中的克隆造血(CH)。结果:GCA患者检出率为55.1%,对照组为59.3%,其他艾滋病患者为18.8%。GCA组和对照组中最常见的突变基因是DNMT3A和TET2。经年龄和性别调整后,GCA患者与对照组或其他aids患者之间的CH患病率无显著差异。聚类分析显示,GCA患者中有两个不同的组,其中一个组显示出较高的TET2和JAK2变异患病率,并且与较差的预后相关。结论:CH在GCA患者中普遍存在,但与对照组或其他自身免疫性疾病无显著差异。然而,特定的遗传特征,特别是TET2和JAK2突变,与GCA队列中较高的风险群相关。这一观察结果强调了在常规实践和临床试验中检测GCA患者的CH以更好地进行风险分层的兴趣。需要进一步的前瞻性研究来确定针对遗传谱的管理是否会改善结果。
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引用次数: 0
Lymph nodes as gatekeepers of autoimmune diseases. 淋巴结是自身免疫性疾病的看门人。
IF 5.1 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2024-12-10 DOI: 10.1136/rmdopen-2024-004097
Aoife M O'Byrne, Lisa G M van Baarsen

Secondary lymphoid organs such as lymph nodes (LNs) are the home of peripheral tolerance mechanisms which control autoreactive T cells and prevent immune responses to self-antigen. In systemic autoimmunity, there is a clear failure of these peripheral tolerance mechanisms that leads to chronic inflammation and tissue destruction, highlighting the role for LNs as possible gatekeepers of autoimmunity. In recent years there has been a shift in research focus towards tissue sites in autoimmune diseases ranging from type 1 diabetes to rheumatoid arthritis in an effort to better characterise pathogenesis and guide diagnostic and therapeutic decisions. Although this has yielded great insight, it fails to tackle the initial break in tolerance that initiates disease progression which is most likely originating in peripheral LNs. In the majority of autoimmune diseases a preclinical phase is recognised. This is characterised by the presence of autoantibodies, which is indicative of a break in immune tolerance, and the absence of clinically apparent inflammation or tissue destruction. This review explores how our current knowledge of LNs in the preclinical and established phases of autoimmune diseases provides insight into possibly shared pathological mechanisms that drive disease progression and highlight the gaps in our knowledge that may help uncover new therapeutic avenues for intervention and prevention.

次要淋巴器官如淋巴结(LNs)是控制自身反应性T细胞和防止对自身抗原的免疫反应的外周耐受机制的所在地。在全身性自身免疫中,这些外周耐受机制明显失败,导致慢性炎症和组织破坏,突出了ln作为自身免疫可能的看门人的作用。近年来,研究重点已转向自身免疫性疾病的组织部位,从1型糖尿病到类风湿性关节炎,以更好地描述发病机制并指导诊断和治疗决策。尽管这已经产生了深刻的见解,但它未能解决引发疾病进展的最初耐受性中断,这很可能起源于外周ln。在大多数自身免疫性疾病中,临床前阶段是公认的。其特征是存在自身抗体,这表明免疫耐受的中断,并且没有临床明显的炎症或组织破坏。这篇综述探讨了我们目前对自身免疫性疾病临床前和已建立阶段的LNs的了解如何为驱动疾病进展的可能共享的病理机制提供了见解,并强调了我们知识中的空白,这可能有助于发现新的干预和预防治疗途径。
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引用次数: 0
Comparing the construct validity of measurement instruments for pain and stiffness in patients with axial spondyloartwhritis: cross-sectional analysis in the OASIS cohort. 比较轴型颈椎炎患者疼痛和僵硬测量工具的结构效度:OASIS队列的横断面分析。
IF 5.1 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2024-12-10 DOI: 10.1136/rmdopen-2024-004775
Dafne Capelusnik, Elena Nikiphorou, Annelies Boonen, Robin Christensen, Désirée van der Heijde, Robert Landewé, Astrid van Tubergen, Sofia Ramiro

Objectives: To compare the construct validity, including discrimination between known groups, of three pain and three morning stiffness (MS) measurement instruments.

Methods: Patients with radiographic axial spondyloarthritis with 8-year data from the Outcome in Ankylosing Spondylitis International Study cohort were assessed cross-sectionally. Three instruments for pain and three for MS, all self-reported and scored 0-10, were compared. Construct validity was evaluated by testing (1) hypothesis of correlations' strength and (2) discrimination between known groups using standardised mean differences (SMD) across external constructs. Influence of contextual factors (CFs) on SMDs was investigated.

Results: Of 85 patients, mean age was 54 (SD 11), mean symptom duration 31 (11) years, 71% males. All six instruments showed a good construct validity by fulfilling >75% of the hypotheses for the strength of correlation. Neck/back/hip pain (Bath Ankylosing Spondylitis Disease Activity Index-Question 2, BASDAI-Q2) and total back pain had higher SMDs compared with back pain at night across all between-group comparisons, with BASDAI-Q2 performing mostly slightly better (eg, SMD for external construct Axial Spondyloarthritis Disease Activity Score (ASDAS; ≥2.1 vs <2.1): 1.87 (BASDAI-Q2) vs 1.56 (total back pain) vs 1.07 (back pain at night)). MS-severity and severity/duration had higher SMDs across all external constructs (with MS-severity slightly better), while MS-duration performed worse (eg, SMD external construct ASDAS: 1.51 (MS-severity) and 1.39 (MS-severity/duration) vs 1.16 (MS-duration)). Influence of CFs on known group discrimination was limited.

Conclusions: The recommended Assessment of SpondyloArthritis international Society Core Outcome Set (ASAS-COS) pain measurement instrument total back pain BASDAI-Q2 has the best known group discrimination. For MS, the ASAS-COS stiffness measure (MS-severity/duration) performs well although MS-severity even slightly better. Known group discrimination is overall stable across CFs.

目的:比较三种疼痛和晨僵(MS)测量工具的构念效度,包括已知组间的区别。方法:对来自强直性脊柱炎结局国际研究队列的8年影像学资料的轴型脊柱炎患者进行横断面评估。三种疼痛量表和三种多发性硬化症量表进行比较,均为自我报告,评分为0-10分。构念效度通过检验(1)相关强度假设和(2)使用外部构念的标准化平均差异(SMD)检验已知群体之间的区别来评估。研究了环境因素对smd的影响。结果:85例患者,平均年龄54岁(SD 11),平均症状持续时间31(11)年,男性占71%。所有六个工具都显示出良好的结构效度,满足了bb0 - 75%的相关强度假设。在所有组间比较中,颈/背/髋疼痛(浴缸强直性脊柱炎疾病活动指数-问题2,BASDAI-Q2)和总背部疼痛的SMD均高于夜间背部疼痛,BASDAI-Q2的表现大多略好(例如,外部构造轴向性脊柱炎疾病活动评分(ASDAS;≥2.1 vs结论:推荐的国际脊椎关节炎评估学会核心结局集(ASAS-COS)疼痛测量仪器BASDAI-Q2具有最著名的群体歧视。对于多发性硬化症,ASAS-COS刚度测量(多发性硬化症严重性/持续时间)表现良好,尽管多发性硬化症严重性甚至略好。已知群体歧视总体上稳定。
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引用次数: 0
Vasodilator drugs and heart-related outcomes in systemic sclerosis: an exploratory analysis. 系统性硬化症的血管扩张药物和心脏相关结局:一项探索性分析。
IF 5.1 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2024-12-09 DOI: 10.1136/rmdopen-2024-004918
Alexis F Guédon, Fabrice Carrat, Luc Mouthon, David Launay, Benjamin Chaigne, Grégory Pugnet, Jean-Christophe Lega, Arnaud Hot, Vincent Cottin, Christian Agard, Yannick Allanore, Anne Laure Fauchais, Alain Lescoat, Robin Dhote, Thomas Papo, Emmanuel Chatelus, Bernard Bonnotte, Jean-Emmanuel Kahn, Elisabeth Diot, Achille Aouba, Nadine Magy-Bertrand, Viviane Queyrel, Alain Le Quellec, Pierre Kieffer, Zahir Amoura, Brigitte Granel, Jean Baptiste Gaultier, Marie-Hélène Balquet, Denis Wahl, Olivier Lidove, Olivier Espitia, Ariel Cohen, Olivier Fain, Eric Hachulla, Arsène Mekinian, Sébastien Rivière

Background and aims: Systemic sclerosis (SSc) is an autoimmune connective disease characterised by excessive extracellular matrix deposition and widespread skin and internal organ fibrosis including various cardiac manifestations. Heart involvement is one of the leading causes of death among patients with SSc. In this study, we aimed to assess the effect of various vasodilator treatments.

Methods: We used data from a national multicentric prospective study using the French SSc national database. We estimated the average treatment effect (ATE) of sildenafil, bosentan, angiotensin-converting enzyme (ACE) inhibitors and iloprost on diastolic dysfunction, altered ejection fraction <50% and pulmonary arterial hypertension (PAH) using a causal method, namely the longitudinal targeted minimum loss-based estimation, to adjust for confounding and informative censoring.

Results: We included 1048 patients with available data regarding treatment. Regarding sildenafil analyses, the ATE on diastolic dysfunction at 3 years was -2.83% (95% CI -4.06; -1.60, p<0.00001), and the estimated ATE on altered ejection fraction <50% was -0.88% (95% CI -1.70; -0.05, p=0.037). We did not find a significative effect on PAH. Regarding bosentan, ACE inhibitors and iloprost, none of them neither showed a significant effect on diastolic dysfunction, altered ejection fraction <50% or PAH.

Conclusions: Using causal methods, our study is the first and largest suggesting that sildenafil might have benefits among SSc patients regarding diastolic dysfunction and altered ejection fraction occurrence. However, further studies assessing the effect of vasodilators on heart-related outcome among SSc patients are needed to confirm those exploratory results.

背景和目的:系统性硬化症(SSc)是一种自身免疫性结缔组织疾病,其特征是细胞外基质过度沉积,广泛的皮肤和内脏纤维化,包括各种心脏表现。心脏受累是SSc患者死亡的主要原因之一。在这项研究中,我们旨在评估各种血管扩张剂治疗的效果。方法:我们使用来自法国SSc国家数据库的一项全国性多中心前瞻性研究的数据。我们估计了西地那非、波生坦、血管紧张素转换酶(ACE)抑制剂和伊洛前列素对舒张功能障碍、射血分数改变的平均治疗效果(ATE)。结果:我们纳入了1048例有治疗数据的患者。在西地那非分析中,3年舒张功能不全的ATE为-2.83% (95% CI -4.06;[1.60]结论:采用因果方法,我们的研究首次也是最大的一次表明西地那非可能对SSc患者舒张功能障碍和射血分数发生改变有益处。然而,需要进一步的研究来评估血管扩张剂对SSc患者心脏相关预后的影响,以证实这些探索性结果。
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引用次数: 0
Is AI-assisted active learning software able to reliably speed-up systematic literature reviews in rheumatology? A real-time comparison of AI-assisted and manual abstract selection. 人工智能辅助的主动学习软件是否能够可靠地加快风湿病学的系统文献综述?人工智能辅助和人工摘要选择的实时比较。
IF 5.1 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2024-12-04 DOI: 10.1136/rmdopen-2024-005024
Joy Ardjuna van der Pol, Tom Wj Huizinga, Sytske Anne Bergstra
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引用次数: 0
Effects of employees living with an 'arthritis' on sickness absence and transitions out of employment: a comparative observational study in the UK. 患有“关节炎”的员工对病假和离职的影响:英国的一项比较观察研究。
IF 5.1 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2024-11-29 DOI: 10.1136/rmdopen-2024-004817
William Whittaker, James Higgerson, Martin Eden, Katherine Payne, Ross Wilkie, Suzanne Mm Verstappen

Purpose: To assess sickness absence and transitions from employment for employees with arthritis compared with employees without arthritis over time.

Methods: We use 10 waves of the UK Household Longitudinal Survey (2009-2019). The sample (n=38 928) comprises employees aged 50 years to state retirement age. Arthritis was self-reported and could refer to people with conditions under the umbrella term 'inflammatory arthritis' or osteoarthritis (hereafter 'arthritis'). Weighted random-effects multivariable linear probability models were estimated for two employment-related measures (1) sickness absence and (2) transitions from employment to: (a) unemployment; (b) long-term sick; (c) early retirement. These were regressed against a variable for arthritis and confounding factors (age, socioeconomic job classification, employing sector, year and additional health conditions). Additional analyses examined an interaction between the variable arthritis and these factors to test whether the effect of arthritis differs between these groups.

Results: Employees reporting having arthritis were more likely to have sickness absence (1.35 percentage points greater rate (95% CI (0.92, 1.78)) and to transition to long-term sick (0.79 percentage points (0.46, 1.13)) and early retirement (0.58 percentage points (0.05, 1.11)). No effect was found for transitions to unemployment. There was limited evidence that the effects of arthritis vary for employees in different socioeconomic classifications.

Conclusions: Employees living with arthritis have higher rates of sickness absence and greater rates of transitions from employment to long-term sick and early retirement. Further work could look at ways to quantify the implications for individuals, employers and the state and ways to alleviate the effects of living with arthritis on work participation.

目的:评估与没有关节炎的员工相比,患有关节炎的员工随时间的病假和离职。方法:我们使用了英国家庭纵向调查(2009-2019)的10波数据。样本(n= 38928)包括年龄在50岁到法定退休年龄之间的雇员。关节炎是自我报告的,可以指患有“炎症性关节炎”或“骨关节炎”(以下简称“关节炎”)的人。加权随机效应多变量线性概率模型估计了两个与就业相关的度量(1)疾病缺勤和(2)从就业到(a)失业的过渡;(b)长期患病;(c)提前退休。对关节炎变量和混杂因素(年龄、社会经济工作分类、就业部门、年份和其他健康状况)进行回归分析。额外的分析检查了可变关节炎和这些因素之间的相互作用,以测试关节炎的影响是否在这些组之间有所不同。结果:报告患有关节炎的员工更有可能病假(高出1.35个百分点的比率(95% CI(0.92, 1.78)),并过渡到长期生病(0.79个百分点(0.46,1.13))和提前退休(0.58个百分点(0.05,1.11))。没有发现过渡到失业的影响。有有限的证据表明,不同社会经济阶层的员工患关节炎的影响不同。结论:患有关节炎的员工有较高的病假率和较高的从在职过渡到长期患病和提前退休的比率。进一步的工作可以着眼于如何量化对个人、雇主和国家的影响,以及如何减轻患有关节炎对工作参与的影响。
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引用次数: 0
NSAID exposure delays time-to-pregnancy in patients with spondyloarthritis: an analysis of the GR2 prospective cohort. 非甾体抗炎药暴露延迟脊椎关节炎患者的妊娠时间:GR2前瞻性队列分析
IF 5.1 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2024-11-29 DOI: 10.1136/rmdopen-2024-004745
Sabrina Hamroun, Marion Couderc, René-Marc Flipo, Jérémie Sellam, Christophe Richez, Emanuelle Dernis, Aline Frazier, Laure Gossec, Elisabeth Gervais, Hubert Marotte, Laetitia Dunogeant, Cédric Lukas, Alban Deroux, Gaëlle Guettrot-Imbert, Véronique Le Guern, Nathalie Costedoat-Chalumeau, Anna Molto

Background: The impact of disease activity and treatment on fertility outcomes in patients with spondyloarthritis (SpA) has been little explored. This study aimed to describe median time to pregnancy (TTP) in women with SpA and the factors influencing TTP in this population.

Methods: This prospective observational multicentre (63 centres) French cohort (GR2 study-NCT02450396) included consecutive women with a diagnosis of SpA (according to their rheumatologist) who wanted to become pregnant between 2015 and 2021. TTP (in months) was the main outcome criterion, prospectively calculated from the date of study inclusion to the date of conception. Data on demographics, disease characteristics, disease activity, severity and treatment were prospectively collected at inclusion and each year thereafter until pregnancy occurred. TTP and its associated factors were estimated by survival analysis (Shared Frailty Cox models), with a random centre effect and multiple imputation to address missing data.

Results: We analysed 88 women included before conception. Among them, 56 (63.6%) became pregnant during follow-up. Median TTP was 16.1 (95% CI (12.2 to 25.3)) months. Mean preconceptional Bath Ankylosing Spondylitis Disease Activity Index at inclusion was 2.9 (±SD 2.1). Patients were treated with TNF inhibitors, non-steroidal anti-inflammatory drugs (NSAIDs), conventional synthetic disease-modifying antirheumatic drugs and glucocorticoids in 61 (69.3%), 23 (26.1%), 12 (13.6%) and 8 (9.1%) cases, respectively. The multivariate model found a significant association between TTP and age (HR) (per year) 1.22 95% CI (1.08 to 1.40); p<0.001) and the use of NSAIDs during preconception (HR 3.01 95% CI (2.15 to 3.85); p=0.01).

Conclusion: Age and NSAID use during preconception were significantly associated with a longer TTP, after adjustment for other confounding factors. These findings warrant caution in the use of NSAIDs in SpA patients trying to conceive.

背景:疾病活动度和治疗对脊柱炎(SpA)患者生育结果的影响研究甚少。本研究旨在描述SpA女性的中位妊娠时间(TTP)及其影响因素。方法:这项前瞻性观察性多中心(63个中心)法国队列研究(GR2研究- nct02450396)纳入了2015年至2021年期间想要怀孕的连续诊断为SpA的女性(根据其风湿病学家)。TTP(以月为单位)是主要预后标准,从纳入研究之日至受孕之日进行前瞻性计算。前瞻性地收集人口统计学、疾病特征、疾病活动性、严重程度和治疗的数据,并在纳入研究时和此后每年收集数据,直到发生妊娠。通过生存分析(共享脆弱Cox模型)估计TTP及其相关因素,采用随机中心效应和多重输入来解决缺失数据。结果:我们分析了88名孕前妇女。其中56例(63.6%)在随访期间怀孕。中位TTP为16.1个月(95% CI(12.2 - 25.3))。入组时,平均孕前浴式强直性脊柱炎疾病活动指数为2.9(±SD 2.1)。采用TNF抑制剂、非甾体抗炎药(NSAIDs)、常规合成消炎药和糖皮质激素治疗的患者分别为61例(69.3%)、23例(26.1%)、12例(13.6%)和8例(9.1%)。多变量模型发现TTP与年龄(HR)(每年)有显著相关性(1.22 95% CI (1.08 ~ 1.40);结论:在校正其他混杂因素后,年龄和孕前使用非甾体抗炎药与较长的TTP显著相关。这些发现表明,在试图怀孕的SpA患者中使用非甾体抗炎药时要谨慎。
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引用次数: 0
Relationship between high-resolution computed tomography quantitative imaging analysis and physiological and clinical features in antisynthetase syndrome-related interstitial lung disease. 高分辨率计算机断层定量成像分析与抗合成酶综合征相关性间质性肺疾病生理和临床特征的关系
IF 5.1 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2024-11-27 DOI: 10.1136/rmdopen-2024-004592
Sangmee Sharon Bae, Fereidoun Abtin, Grace Kim, Daniela Markovic, Cato Chan, Siamak Moghadam-Kia, Chester V Oddis, Daniel Sullivan, Galina Marder, Swamy Venuturupalli, Paul F Dellaripa, Tracy J Doyle, Gary Matt Hunninghake, Jeremy Falk, Christina Charles-Schoeman, Donald P Tashkin, Jonathan Goldin, Rohit Aggarwal

Objectives: To explore the association between the extent of CT abnormalities by quantitative imaging analysis (QIA) and clinical/physiological disease parameters in patients with antisynthetase syndrome associated interstitial lung disease (ARS-ILD).

Methods: We analysed 20 patients with antisynthetase antibodies and active ILD enrolled in the Abatacept in Myositis-Associated Interstitial Lung Disease study. High-resolution chest CT was obtained at weeks 0, 24 and 48 and QIA scored the extent of ground glass (quantitative score for ground glass), fibrosis (quantitative score for lung fibrosis, QLF) and total ILD (quantitative ILD, QILD). Mixed-effects models estimated longitudinal QIA scores over time. Associations between QIA scores with clinical/physiological parameters were analysed longitudinally using repeated-measures mixed-effects models.

Results: Patients were median age 57 years, 55% males and 85% white. Higher (worse) baseline QIA scores correlated with lower baseline forced vital capacity (FVC) and diffusing capacity adjusted for haemoglobin (DLCO). Longitudinal QIA trajectories trended towards improving scores during the trial, and patients on O2 at baseline had worsening QIA trajectories which were different from patients who were not on O2. Longitudinal QIA scores demonstrated strong associations with both FVC and DLCO over time. Higher QILD scores over time were also associated with worse dyspnoea scores, pulmonary visual analogue scale, physician and patient global disease activity, health status in 6/8 domains of the Short Form-36 and higher oxygen requirements. Patients with significant radiographic improvement at 48 weeks had higher baseline QLF, QILD and worse DLCO.

Conclusions: Longitudinal QIA scores associate with lung physiology, patient perception of respiratory status, overall disease activity and quality of life over time in ARS-ILD. QIA may allow reproducible monitoring of disease progression and response to therapy over time.

Trial registration number: NCT03215927.

目的:探讨抗合成酶综合征相关性间质性肺疾病(ARS-ILD)患者CT定量成像分析(QIA)异常程度与临床/生理疾病参数的关系。方法:我们分析了在肌炎相关间质性肺病研究中加入Abatacept的20例抗合成酶抗体和活动性ILD患者。于第0、24、48周行高分辨率胸部CT, QIA评分磨玻璃程度(磨玻璃定量评分)、纤维化程度(肺纤维化定量评分,QLF)和总ILD(定量ILD, QILD)。混合效应模型估计了QIA随时间的纵向得分。使用重复测量混合效应模型纵向分析QIA评分与临床/生理参数之间的关系。结果:患者中位年龄57岁,男性占55%,白人占85%。较高(较差)的基线QIA评分与较低的基线强制肺活量(FVC)和血红蛋白调整后的弥散能力(DLCO)相关。在试验期间,QIA的纵向轨迹有改善的趋势,基线时接受O2治疗的患者与未接受O2治疗的患者相比,QIA轨迹恶化。随着时间的推移,纵向QIA得分与FVC和DLCO都有很强的相关性。随着时间的推移,更高的QILD评分也与更差的呼吸困难评分、肺视觉模拟量表、医生和患者总体疾病活动性、短表36 6/8域的健康状况和更高的氧气需求相关。48周放射学改善显著的患者有更高的基线QLF、QILD和更差的DLCO。结论:随着时间的推移,纵向QIA评分与ARS-ILD患者的肺生理学、患者对呼吸状态的感知、总体疾病活动性和生活质量有关。QIA可以重复监测疾病进展和对治疗的反应。试验注册号:NCT03215927。
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引用次数: 0
Identification of a machine learning-based diagnostic model for axial spondyloarthritis in rheumatological routine care using a random forest approach. 使用随机森林方法在风湿病常规护理中识别基于机器学习的轴性脊柱炎诊断模型。
IF 5.1 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2024-11-27 DOI: 10.1136/rmdopen-2024-004702
Imke Redeker, Styliani Tsiami, Jan Eicker, Uta Kiltz, David Kiefer, Ioana Andreica, Philipp Sewerin, Xenofon Baraliakos

Objectives: In axial spondyloarthritis (axSpA), early diagnosis is crucial, but diagnostic delay remains long and diagnostic criteria do not exist. We aimed to identify a diagnostic model that distinguishes patients with axSpA from patients without axSpA with chronic back pain based on clinical data in routine care.

Methods: Clinical data from patients with chronic back pain were used, with information on rheumatological examinations based on clinical indications. The total dataset was randomly divided into training and test datasets at a 7:3 ratio. A machine learning-based model was built to distinguish axSpA from non-axSpA using the random forest algorithm. Overall accuracy, sensitivity, specificity and the area under the receiver operating characteristic curve-area under the curve (ROC-AUC) in the test dataset were calculated. The contribution of each variable to the accuracy of the model was assessed.

Results: Data from 939 randomly selected patients were available: 659 diagnosed with axSpA and 280 with non-axSpA. In the test dataset, the model reached an accuracy of 0.9234, a sensitivity of 0.9586, a specificity of 0.8438 and a ROC-AUC of 0.9717. Human leucocyte antigen B27 (HLA-B27) contributed most to the accuracy of the model; that is, the accuracy would suffer most from not using HLA-B27, followed by insidious onset of back pain and erosions in the sacroiliac joint.

Conclusions: We provide a machine learning-based model that reveals high performance in diagnosing patients with chronic back pain with axSpA versus without axSpA based on information from a tertiary rheumatology practice. This model has the potential to improve diagnostic delay in patients with axSpA in daily routine settings.

目的:在轴性脊柱炎(axSpA)中,早期诊断是至关重要的,但诊断延迟仍然很长,并且没有诊断标准。我们的目的是根据常规护理的临床数据,确定一种诊断模型,以区分患有axSpA的患者和没有axSpA的慢性背痛患者。方法:采用慢性背痛患者的临床资料,并根据临床指征进行风湿病学检查。将总数据集按7:3的比例随机分为训练数据集和测试数据集。利用随机森林算法建立了基于机器学习的axSpA与非axSpA区分模型。计算测试数据集中的总体准确度、灵敏度、特异度和受试者工作特征曲线下面积(ROC-AUC)。评估了每个变量对模型准确性的贡献。结果:来自939名随机选择的患者的数据:659名诊断为axSpA, 280名诊断为非axSpA。在测试数据集中,该模型的准确率为0.9234,灵敏度为0.9586,特异性为0.8438,ROC-AUC为0.9717。人白细胞抗原B27 (HLA-B27)对模型的准确性贡献最大;也就是说,如果不使用HLA-B27,准确性将受到最大的影响,其次是潜伏的背部疼痛和骶髂关节糜坏。结论:我们提供了一个基于机器学习的模型,该模型显示了基于三级风湿病学实践信息的axSpA与不axSpA诊断慢性背痛患者的高性能。该模型有可能改善axSpA患者在日常生活中的诊断延迟。
{"title":"Identification of a machine learning-based diagnostic model for axial spondyloarthritis in rheumatological routine care using a random forest approach.","authors":"Imke Redeker, Styliani Tsiami, Jan Eicker, Uta Kiltz, David Kiefer, Ioana Andreica, Philipp Sewerin, Xenofon Baraliakos","doi":"10.1136/rmdopen-2024-004702","DOIUrl":"10.1136/rmdopen-2024-004702","url":null,"abstract":"<p><strong>Objectives: </strong>In axial spondyloarthritis (axSpA), early diagnosis is crucial, but diagnostic delay remains long and diagnostic criteria do not exist. We aimed to identify a diagnostic model that distinguishes patients with axSpA from patients without axSpA with chronic back pain based on clinical data in routine care.</p><p><strong>Methods: </strong>Clinical data from patients with chronic back pain were used, with information on rheumatological examinations based on clinical indications. The total dataset was randomly divided into training and test datasets at a 7:3 ratio. A machine learning-based model was built to distinguish axSpA from non-axSpA using the random forest algorithm. Overall accuracy, sensitivity, specificity and the area under the receiver operating characteristic curve-area under the curve (ROC-AUC) in the test dataset were calculated. The contribution of each variable to the accuracy of the model was assessed.</p><p><strong>Results: </strong>Data from 939 randomly selected patients were available: 659 diagnosed with axSpA and 280 with non-axSpA. In the test dataset, the model reached an accuracy of 0.9234, a sensitivity of 0.9586, a specificity of 0.8438 and a ROC-AUC of 0.9717. Human leucocyte antigen B27 (HLA-B27) contributed most to the accuracy of the model; that is, the accuracy would suffer most from not using HLA-B27, followed by insidious onset of back pain and erosions in the sacroiliac joint.</p><p><strong>Conclusions: </strong>We provide a machine learning-based model that reveals high performance in diagnosing patients with chronic back pain with axSpA versus without axSpA based on information from a tertiary rheumatology practice. This model has the potential to improve diagnostic delay in patients with axSpA in daily routine settings.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"10 4","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11603692/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142751486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance of the EULAR Systemic sclerosis Impact of Disease (ScleroID) questionnaire as a patient-reported outcome measure for patients with diffuse systemic sclerosis. EULAR系统性硬化症对疾病的影响(ScleroID)问卷作为弥漫性系统性硬化症患者报告的结果测量指标的性能
IF 5.1 2区 医学 Q1 RHEUMATOLOGY Pub Date : 2024-11-27 DOI: 10.1136/rmdopen-2024-004653
Rucsandra Dobrota, Alexandru Garaiman, Kim Fligelstone, Ann Tyrrell Kennedy, Annelise Roennow, Yannick Allanore, Patricia E Carreira, László Czirják, Chris Denton, Roger Hesselstrand, Gunnel Sandqvist, Otylia Kowal-Bielecka, Cosimo Bruni, Marco Matucci-Cerinic, Carina Mihai, Ana Maria Gherghe, Ulf Mueller-Ladner, Tore Kvien, Turid Heiberg, Oliver Distler, Mike Oliver Becker

Objective: Systemic sclerosis Impact of Disease (ScleroID) is the first comprehensive patient-reported outcome measure (PROM) specifically developed for systemic sclerosis (SSc). We investigated the performance of ScleroID in patients with diffuse cutaneous SSc (dcSSc), as a prerequisite for its use in randomised controlled trials (RCTs) testing potentially disease-modifying drugs.

Methods: All patients with dcSSc from the large, multicentric, ScleroID cohort were included. SSc-Health Assessment Questionnaire (HAQ), EuroQol-5 Dimensions and 36-item Short Form Health Survey (SF-36) were used as comparators. The study includes a longitudinal arm with a reliability visit at 7±3 days and a 12 months follow-up visit. The performance of ScleroID in dcSSc was assessed according to the Outcome Measures in Rheumatology filter.

Results: In total, 152 dcSSc patients were analysed (29% male, median age 54 years). ScleroID reflected well the disease impact of dcSSc, showing a good construct validity with high Spearman's correlation coefficients with comparators (SSc-HAQ, 0.79, 95% CI (0.69, 0.86); HAQ-Disability Index, 0.72 95% CI (0.60, 0.80); SF-36 physical score, -0.69 95% CI (-0.77, -0.60)). The internal consistency was strong (Cronbach's alpha 0.87, split-half reliability coefficient 0.88).In the longitudinal arm, 44 patients had a reliability visit and 113 had a follow-up visit, of whom 19/113 (17%) reported a significant change (11 improved, 8 worsened). ScleroID showed a good consistency and discriminative ability with excellent test-retest reliability (intraclass correlation coefficient 0.89, 95% CI (0.84, 0.92)) and moderate sensitivity to change (standardised response mean -0.63 in the improved subgroup and 0.48 in the worsened subgroup), but superior to the comparators.

Conclusion: The European Alliance of Associations for Rheumatology (EULAR) ScleroID performs well for patients with dcSSc. This supports its inclusion and regular assessment as PROM in RCTs.

目的:系统性硬化症疾病影响(ScleroID)是第一个专门针对系统性硬化症(SSc)开发的综合患者报告结果测量(PROM)。我们研究了ScleroID在弥漫性皮肤SSc (dcSSc)患者中的表现,作为其在随机对照试验(RCTs)中测试潜在疾病改善药物的先决条件。方法:纳入了来自大型、多中心、硬核队列的所有dcSSc患者。以ssc -健康评估问卷(HAQ)、EuroQol-5维度和36项简明健康问卷(SF-36)作为比较。该研究包括纵向随访,可靠性随访时间为7±3天,随访时间为12个月。根据《风湿病过滤器结局指标》评估dcSSc患者的硬化功能。结果:共分析了152例dcSSc患者(29%为男性,中位年龄54岁)。硬核能很好地反映dcSSc的疾病影响,具有良好的结构效度,与比较物具有较高的Spearman相关系数(SSc-HAQ, 0.79, 95% CI (0.69, 0.86);haq -残疾指数,0.72 95% CI (0.60, 0.80);SF-36物理评分,-0.69 95% CI(-0.77, -0.60))。内部一致性强(Cronbach's alpha 0.87, split-half信度系数0.88)。在纵向组中,44例患者进行了可靠性访问,113例进行了随访,其中19/113(17%)报告了显著变化(11例改善,8例恶化)。ScleroID表现出良好的一致性和判别能力,具有优异的重测信度(类内相关系数0.89,95% CI(0.84, 0.92))和中等的变化敏感性(改善亚组的标准化反应平均值为-0.63,恶化亚组的标准化反应平均值为0.48),但优于比较物。结论:欧洲风湿病协会联盟(EULAR)硬化治疗dcSSc患者效果良好。这支持将其作为PROM纳入随机对照试验并进行定期评估。
{"title":"Performance of the EULAR Systemic sclerosis Impact of Disease (ScleroID) questionnaire as a patient-reported outcome measure for patients with diffuse systemic sclerosis.","authors":"Rucsandra Dobrota, Alexandru Garaiman, Kim Fligelstone, Ann Tyrrell Kennedy, Annelise Roennow, Yannick Allanore, Patricia E Carreira, László Czirják, Chris Denton, Roger Hesselstrand, Gunnel Sandqvist, Otylia Kowal-Bielecka, Cosimo Bruni, Marco Matucci-Cerinic, Carina Mihai, Ana Maria Gherghe, Ulf Mueller-Ladner, Tore Kvien, Turid Heiberg, Oliver Distler, Mike Oliver Becker","doi":"10.1136/rmdopen-2024-004653","DOIUrl":"10.1136/rmdopen-2024-004653","url":null,"abstract":"<p><strong>Objective: </strong>Systemic sclerosis Impact of Disease (ScleroID) is the first comprehensive patient-reported outcome measure (PROM) specifically developed for systemic sclerosis (SSc). We investigated the performance of ScleroID in patients with diffuse cutaneous SSc (dcSSc), as a prerequisite for its use in randomised controlled trials (RCTs) testing potentially disease-modifying drugs.</p><p><strong>Methods: </strong>All patients with dcSSc from the large, multicentric, ScleroID cohort were included. SSc-Health Assessment Questionnaire (HAQ), EuroQol-5 Dimensions and 36-item Short Form Health Survey (SF-36) were used as comparators. The study includes a longitudinal arm with a reliability visit at 7±3 days and a 12 months follow-up visit. The performance of ScleroID in dcSSc was assessed according to the Outcome Measures in Rheumatology filter.</p><p><strong>Results: </strong>In total, 152 dcSSc patients were analysed (29% male, median age 54 years). ScleroID reflected well the disease impact of dcSSc, showing a good construct validity with high Spearman's correlation coefficients with comparators (SSc-HAQ, 0.79, 95% CI (0.69, 0.86); HAQ-Disability Index, 0.72 95% CI (0.60, 0.80); SF-36 physical score, -0.69 95% CI (-0.77, -0.60)). The internal consistency was strong (Cronbach's alpha 0.87, split-half reliability coefficient 0.88).In the longitudinal arm, 44 patients had a reliability visit and 113 had a follow-up visit, of whom 19/113 (17%) reported a significant change (11 improved, 8 worsened). ScleroID showed a good consistency and discriminative ability with excellent test-retest reliability (intraclass correlation coefficient 0.89, 95% CI (0.84, 0.92)) and moderate sensitivity to change (standardised response mean -0.63 in the improved subgroup and 0.48 in the worsened subgroup), but superior to the comparators.</p><p><strong>Conclusion: </strong>The European Alliance of Associations for Rheumatology (EULAR) ScleroID performs well for patients with dcSSc. This supports its inclusion and regular assessment as PROM in RCTs.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"10 4","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11603699/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142751490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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